Current Appointments & Affiliations
Assistant Professor of Statistical Science
·
2019 - Present
Statistical Science,
Trinity College of Arts & Sciences
Faculty Network Member of the Duke Institute for Brain Sciences
·
2020 - Present
Duke Institute for Brain Sciences,
University Institutes and Centers
Recent Publications
Hard jet substructure in a multistage approach
Journal Article Physical Review C · October 1, 2024 We present predictions and postdictions for a wide variety of hard jet-substructure observables using a multistage model within the jetscape framework. The details of the multistage model and the various parameter choices are described in [Phys. Rev. C 107 ... Full text CiteSentHYMNent: An Interpretable and Sentiment-Driven Model for Algorithmic Melody Harmonization
Conference Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining · August 24, 2024 Music composition and analysis is an inherently creative task, involving a combination of heart and mind. However, the vast majority of algorithmic music models completely ignore the "heart"component of music, resulting in output that often lacks the rich ... Full text CiteA misfire-integrated Gaussian process (MInt-GP) emulator for energy-assisted compression ignition (EACI) engines with varying cetane number jet fuels
Journal Article International Journal of Engine Research · July 1, 2024 For energy-assisted compression ignition (EACI) engine propulsion at high-altitude operating conditions using sustainable jet fuels with varying cetane numbers, it is essential to develop an efficient engine control system for robust and optimal operation. ... Full text CiteRecent Grants
Collaborative Research: Cost-Efficient and Confident Sampling for Modern Scientific Discovery
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2023 - 2026Collaborative Research: ATD: a-DMIT: a novel distributed, multi-resolution, topology aware online monitorng framework of massive spatiotemporal data
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2023 - 2026New approaches to Bayesian uncertainty quantification for Nuclear Science
ResearchPrincipal Investigator · Awarded by Department of Energy · 2023 - 2025View All Grants
Education, Training & Certifications
Georgia Institute of Technology ·
2018
M.S.
Georgia Institute of Technology ·
2018
Ph.D.
Simon Fraser University ·
2013
B.S.